Projects

Each project page outlines the motivation, method, and outcome — with notebooks and code for full reproducibility.

Learning journey: these tools weren't taught formally — I've developed my skills through experimentation. Everything here is public and transparent: experiments, lessons, and progress.

My approach is iterative and feedback-driven: small experiments → evaluation → refinement, always with clear trade-offs.